Quantitative research, data engineering, and system design for complex markets. Data → Models → Systems.
We design and optimise token economic systems with explicit assumptions and quantitative validation. Our work spans incentive design, emissions modelling, and stress testing across market regimes.
Deep, data-driven research for complex markets. We build custom models to understand yield sources, risk, liquidity, and market structure.
Structured advisory across strategy and execution. We help teams align mechanics, operations, and decision frameworks with measurable outcomes, including fractionalised executive support for teams that need senior operational leadership without the full-time overhead.
Bespoke software and infrastructure that translates quantitative insight into operating systems. We deliver production-quality systems with clear observability and ownership.
Selected engagements across token design, quantitative research, engineering, and advisory.
Designed the complete token economy for a peer-to-peer DePIN network, covering incentive mechanics, emission schedules, and governance parameters. The model was submitted to FINMA and approved, leading to a regulated and successful ICO and token generation event.
Built quantitative models for a regulated US HELOC provider exploring deployment of idle capital into low-risk DeFi strategies. Analysed complex yield sources, risk profiles, and liquidity constraints to identify viable allocations within the firm's regulatory framework.
Designed and delivered a complete frontend and application for a Swiss-based Bitcoin DAT company on an accelerated timeline. End-to-end build from design to production, shipped in record time without compromising on quality or user experience.
Produced six in-depth research reports for a leading European venture capital firm covering market structure, protocol analysis, and sector-level trends. The reports reached hundreds of thousands of readers and were cited by governmental authorities.
Advised on the setup of private loan facilities for crypto founders using large token positions as collateral. Structured terms, risk parameters, and liquidation frameworks to balance lender protection with borrower flexibility.
Worked with an on-chain tracing and risk management platform to redesign and optimise their tracking and rating algorithms. The improved system is now deployed across several large-scale vaults, providing real-time risk scoring and compliance monitoring.
If you have a specific research question, system design need, or automation goal, we can structure a focused engagement with clear deliverables.